Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 17908 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
avg_risk_score has unique values | Unique |
years_employed has 694 (3.9%) zeros | Zeros |
current_address_year has 1486 (8.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-08 04:27:50.106514 |
|---|---|
| Analysis finished | 2023-11-08 04:28:09.697939 |
| Duration | 19.59 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
entry_id
Real number (ℝ)
| Distinct | 17888 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5596977.6 |
| Minimum | 1111398 |
|---|---|
| Maximum | 9999874 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 1111398 |
|---|---|
| 5-th percentile | 1571268.4 |
| Q1 | 3378998.8 |
| median | 5608376 |
| Q3 | 7805624.2 |
| 95-th percentile | 9563219.1 |
| Maximum | 9999874 |
| Range | 8888476 |
| Interquartile range (IQR) | 4426625.5 |
Descriptive statistics
| Standard deviation | 2562472.8 |
|---|---|
| Coefficient of variation (CV) | 0.45783152 |
| Kurtosis | -1.2008191 |
| Mean | 5596977.6 |
| Median Absolute Deviation (MAD) | 2214168.5 |
| Skewness | -0.015730158 |
| Sum | 1.0023068 × 1011 |
| Variance | 6.5662666 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6848675 | 2 | < 0.1% |
| 5946902 | 2 | < 0.1% |
| 4455352 | 2 | < 0.1% |
| 6561306 | 2 | < 0.1% |
| 5896278 | 2 | < 0.1% |
| 6739041 | 2 | < 0.1% |
| 8156839 | 2 | < 0.1% |
| 3903643 | 2 | < 0.1% |
| 5659209 | 2 | < 0.1% |
| 4235576 | 2 | < 0.1% |
| Other values (17878) | 17888 |
| Value | Count | Frequency (%) |
| 1111398 | 1 | |
| 1111512 | 1 | |
| 1111600 | 1 | |
| 1112315 | 1 | |
| 1112537 | 1 | |
| 1112907 | 1 | |
| 1114070 | 1 | |
| 1114089 | 1 | |
| 1114268 | 1 | |
| 1114275 | 1 |
| Value | Count | Frequency (%) |
| 9999874 | 1 | |
| 9999421 | 1 | |
| 9998678 | 1 | |
| 9997871 | 1 | |
| 9997796 | 1 | |
| 9997128 | 1 | |
| 9997079 | 1 | |
| 9995957 | 1 | |
| 9995338 | 1 | |
| 9995118 | 1 |
age
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.015412 |
| Minimum | 18 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 34 |
| median | 42 |
| Q3 | 51 |
| 95-th percentile | 63 |
| Maximum | 96 |
| Range | 78 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 11.873107 |
|---|---|
| Coefficient of variation (CV) | 0.27601983 |
| Kurtosis | -0.36032326 |
| Mean | 43.015412 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.31648274 |
| Sum | 770320 |
| Variance | 140.97067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 570 | 3.2% |
| 43 | 559 | 3.1% |
| 38 | 547 | 3.1% |
| 39 | 546 | 3.0% |
| 44 | 543 | 3.0% |
| 34 | 531 | 3.0% |
| 42 | 522 | 2.9% |
| 40 | 520 | 2.9% |
| 45 | 515 | 2.9% |
| 46 | 513 | 2.9% |
| Other values (62) | 12542 |
| Value | Count | Frequency (%) |
| 18 | 31 | 0.2% |
| 19 | 47 | 0.3% |
| 20 | 73 | 0.4% |
| 21 | 77 | 0.4% |
| 22 | 143 | |
| 23 | 185 | |
| 24 | 225 | |
| 25 | 241 | |
| 26 | 291 | |
| 27 | 335 |
| Value | Count | Frequency (%) |
| 96 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 3 | < 0.1% |
| 85 | 3 | < 0.1% |
| 84 | 6 | |
| 83 | 2 | < 0.1% |
| 82 | 4 | < 0.1% |
| 81 | 3 | < 0.1% |
| 80 | 14 |
monthly_income
Real number (ℝ)
| Distinct | 2284 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3657.2147 |
| Minimum | 905 |
|---|---|
| Maximum | 9985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 905 |
|---|---|
| 5-th percentile | 1705 |
| Q1 | 2580 |
| median | 3260 |
| Q3 | 4670 |
| 95-th percentile | 6585 |
| Maximum | 9985 |
| Range | 9080 |
| Interquartile range (IQR) | 2090 |
Descriptive statistics
| Standard deviation | 1504.8901 |
|---|---|
| Coefficient of variation (CV) | 0.4114853 |
| Kurtosis | 0.86031309 |
| Mean | 3657.2147 |
| Median Absolute Deviation (MAD) | 917.5 |
| Skewness | 0.97023786 |
| Sum | 65493400 |
| Variance | 2264694.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3270 | 62 | 0.3% |
| 3255 | 61 | 0.3% |
| 3055 | 60 | 0.3% |
| 3210 | 58 | 0.3% |
| 3265 | 58 | 0.3% |
| 3145 | 57 | 0.3% |
| 3090 | 56 | 0.3% |
| 3165 | 56 | 0.3% |
| 3260 | 55 | 0.3% |
| 3135 | 54 | 0.3% |
| Other values (2274) | 17331 |
| Value | Count | Frequency (%) |
| 905 | 1 | < 0.1% |
| 1015 | 2 | |
| 1030 | 1 | < 0.1% |
| 1055 | 3 | |
| 1090 | 1 | < 0.1% |
| 1095 | 1 | < 0.1% |
| 1130 | 1 | < 0.1% |
| 1140 | 1 | < 0.1% |
| 1145 | 1 | < 0.1% |
| 1150 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9985 | 1 | |
| 9970 | 1 | |
| 9925 | 1 | |
| 9915 | 1 | |
| 9885 | 1 | |
| 9870 | 1 | |
| 9834 | 1 | |
| 9813 | 1 | |
| 9755 | 1 | |
| 9660 | 1 |
years_employed
Real number (ℝ)
ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5268595 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 694 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.2597317 |
|---|---|
| Coefficient of variation (CV) | 0.64072065 |
| Kurtosis | 0.87386687 |
| Mean | 3.5268595 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.91271748 |
| Sum | 63159 |
| Variance | 5.1063875 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3856 | |
| 3 | 3526 | |
| 1 | 2420 | |
| 6 | 1990 | |
| 5 | 1956 | |
| 4 | 1919 | |
| 0 | 694 | 3.9% |
| 7 | 589 | 3.3% |
| 9 | 376 | 2.1% |
| 10 | 287 | 1.6% |
| Other values (7) | 295 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 694 | 3.9% |
| 1 | 2420 | |
| 2 | 3856 | |
| 3 | 3526 | |
| 4 | 1919 | |
| 5 | 1956 | |
| 6 | 1990 | |
| 7 | 589 | 3.3% |
| 8 | 216 | 1.2% |
| 9 | 376 | 2.1% |
| Value | Count | Frequency (%) |
| 16 | 2 | < 0.1% |
| 15 | 5 | < 0.1% |
| 14 | 6 | < 0.1% |
| 13 | 9 | 0.1% |
| 12 | 13 | 0.1% |
| 11 | 44 | 0.2% |
| 10 | 287 | |
| 9 | 376 | |
| 8 | 216 | 1.2% |
| 7 | 589 |
current_address_year
Real number (ℝ)
ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5847107 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 1486 |
| Zeros (%) | 8.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.7519367 |
|---|---|
| Coefficient of variation (CV) | 0.76768723 |
| Kurtosis | 0.040406004 |
| Mean | 3.5847107 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.90347597 |
| Sum | 64195 |
| Variance | 7.5731554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3628 | |
| 1 | 2772 | |
| 3 | 2762 | |
| 4 | 1994 | |
| 0 | 1486 | |
| 5 | 1286 | 7.2% |
| 6 | 1182 | 6.6% |
| 9 | 692 | 3.9% |
| 8 | 652 | 3.6% |
| 7 | 617 | 3.4% |
| Other values (3) | 837 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 1486 | |
| 1 | 2772 | |
| 2 | 3628 | |
| 3 | 2762 | |
| 4 | 1994 | |
| 5 | 1286 | 7.2% |
| 6 | 1182 | 6.6% |
| 7 | 617 | 3.4% |
| 8 | 652 | 3.6% |
| 9 | 692 | 3.9% |
| Value | Count | Frequency (%) |
| 12 | 11 | 0.1% |
| 11 | 228 | 1.3% |
| 10 | 598 | 3.3% |
| 9 | 692 | 3.9% |
| 8 | 652 | 3.6% |
| 7 | 617 | 3.4% |
| 6 | 1182 | |
| 5 | 1286 | |
| 4 | 1994 | |
| 3 | 2762 |
amount_requested
Real number (ℝ)
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 950.44645 |
| Minimum | 350 |
|---|---|
| Maximum | 10200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 350 |
|---|---|
| 5-th percentile | 400 |
| Q1 | 600 |
| median | 700 |
| Q3 | 1100 |
| 95-th percentile | 2600 |
| Maximum | 10200 |
| Range | 9850 |
| Interquartile range (IQR) | 500 |
Descriptive statistics
| Standard deviation | 698.54368 |
|---|---|
| Coefficient of variation (CV) | 0.73496375 |
| Kurtosis | 24.574112 |
| Mean | 950.44645 |
| Median Absolute Deviation (MAD) | 200 |
| Skewness | 3.5995791 |
| Sum | 17020595 |
| Variance | 487963.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 600 | 2503 | |
| 700 | 2317 | |
| 400 | 2252 | |
| 800 | 1715 | |
| 900 | 1466 | |
| 500 | 1357 | 7.6% |
| 1100 | 1094 | 6.1% |
| 1200 | 896 | 5.0% |
| 1000 | 477 | 2.7% |
| 550 | 244 | 1.4% |
| Other values (88) | 3587 |
| Value | Count | Frequency (%) |
| 350 | 46 | 0.3% |
| 375 | 1 | < 0.1% |
| 400 | 2252 | |
| 401 | 13 | 0.1% |
| 425 | 10 | 0.1% |
| 450 | 224 | 1.3% |
| 475 | 3 | < 0.1% |
| 500 | 1357 | |
| 501 | 14 | 0.1% |
| 525 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 10200 | 1 | < 0.1% |
| 10100 | 4 | < 0.1% |
| 9900 | 3 | < 0.1% |
| 9800 | 3 | < 0.1% |
| 8300 | 1 | < 0.1% |
| 7900 | 1 | < 0.1% |
| 7800 | 1 | < 0.1% |
| 6300 | 1 | < 0.1% |
| 5800 | 1 | < 0.1% |
| 5200 | 20 |
risk_score
Real number (ℝ)
| Distinct | 1411 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61086.302 |
| Minimum | 2100 |
|---|---|
| Maximum | 99750 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 2100 |
|---|---|
| 5-th percentile | 35450 |
| Q1 | 49350 |
| median | 61200 |
| Q3 | 72750 |
| 95-th percentile | 85700 |
| Maximum | 99750 |
| Range | 97650 |
| Interquartile range (IQR) | 23400 |
Descriptive statistics
| Standard deviation | 15394.255 |
|---|---|
| Coefficient of variation (CV) | 0.2520083 |
| Kurtosis | -0.67746693 |
| Mean | 61086.302 |
| Median Absolute Deviation (MAD) | 11700 |
| Skewness | -0.022398347 |
| Sum | 1.0939335 × 109 |
| Variance | 2.3698309 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60300 | 41 | 0.2% |
| 52800 | 38 | 0.2% |
| 62850 | 38 | 0.2% |
| 68100 | 37 | 0.2% |
| 72450 | 37 | 0.2% |
| 72750 | 37 | 0.2% |
| 49350 | 35 | 0.2% |
| 38100 | 35 | 0.2% |
| 60000 | 34 | 0.2% |
| 67950 | 34 | 0.2% |
| Other values (1401) | 17542 |
| Value | Count | Frequency (%) |
| 2100 | 1 | |
| 2250 | 1 | |
| 2800 | 1 | |
| 4450 | 1 | |
| 6100 | 1 | |
| 11100 | 1 | |
| 11850 | 1 | |
| 13750 | 1 | |
| 15500 | 1 | |
| 15850 | 1 |
| Value | Count | Frequency (%) |
| 99750 | 1 | |
| 99600 | 1 | |
| 99550 | 1 | |
| 99450 | 1 | |
| 99300 | 1 | |
| 99200 | 1 | |
| 99150 | 1 | |
| 99000 | 1 | |
| 98950 | 1 | |
| 98900 | 1 |
inquiries_last_month
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4572258 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 13 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.6730925 |
|---|---|
| Coefficient of variation (CV) | 0.56883445 |
| Kurtosis | 5.6711798 |
| Mean | 6.4572258 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.916539 |
| Sum | 115636 |
| Variance | 13.491609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 2918 | |
| 5 | 2798 | |
| 4 | 2351 | |
| 3 | 1910 | |
| 7 | 1796 | |
| 8 | 1330 | |
| 2 | 1254 | |
| 9 | 892 | 5.0% |
| 10 | 672 | 3.8% |
| 11 | 497 | 2.8% |
| Other values (20) | 1490 |
| Value | Count | Frequency (%) |
| 1 | 7 | < 0.1% |
| 2 | 1254 | |
| 3 | 1910 | |
| 4 | 2351 | |
| 5 | 2798 | |
| 6 | 2918 | |
| 7 | 1796 | |
| 8 | 1330 | |
| 9 | 892 | 5.0% |
| 10 | 672 | 3.8% |
| Value | Count | Frequency (%) |
| 30 | 4 | < 0.1% |
| 29 | 5 | < 0.1% |
| 28 | 11 | 0.1% |
| 27 | 17 | 0.1% |
| 26 | 16 | 0.1% |
| 25 | 11 | 0.1% |
| 24 | 20 | |
| 23 | 17 | 0.1% |
| 22 | 32 | |
| 21 | 44 |
pay_schedule
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.0 KiB |
| bi-weekly | |
|---|---|
| weekly | |
| semi-monthly | |
| monthly |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 8.5499218 |
| Min length | 6 |
Characters and Unicode
| Total characters | 153112 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | bi-weekly |
|---|---|
| 2nd row | weekly |
| 3rd row | weekly |
| 4th row | bi-weekly |
| 5th row | semi-monthly |
Common Values
| Value | Count | Frequency (%) |
| bi-weekly | 10716 | |
| weekly | 3696 | 20.6% |
| semi-monthly | 2004 | 11.2% |
| monthly | 1492 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| bi-weekly | 10716 | |
| weekly | 3696 | 20.6% |
| semi-monthly | 2004 | 11.2% |
| monthly | 1492 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 30828 | |
| l | 17908 | |
| y | 17908 | |
| w | 14412 | |
| k | 14412 | |
| i | 12720 | |
| - | 12720 | |
| b | 10716 | 7.0% |
| m | 5500 | 3.6% |
| o | 3496 | 2.3% |
| Other values (4) | 12492 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 140392 | |
| Dash Punctuation | 12720 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 30828 | |
| l | 17908 | |
| y | 17908 | |
| w | 14412 | |
| k | 14412 | |
| i | 12720 | |
| b | 10716 | 7.6% |
| m | 5500 | 3.9% |
| o | 3496 | 2.5% |
| n | 3496 | 2.5% |
| Other values (3) | 8996 | 6.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 12720 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 140392 | |
| Common | 12720 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 30828 | |
| l | 17908 | |
| y | 17908 | |
| w | 14412 | |
| k | 14412 | |
| i | 12720 | |
| b | 10716 | 7.6% |
| m | 5500 | 3.9% |
| o | 3496 | 2.5% |
| n | 3496 | 2.5% |
| Other values (3) | 8996 | 6.4% |
Common
| Value | Count | Frequency (%) |
| - | 12720 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 153112 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 30828 | |
| l | 17908 | |
| y | 17908 | |
| w | 14412 | |
| k | 14412 | |
| i | 12720 | |
| - | 12720 | |
| b | 10716 | 7.0% |
| m | 5500 | 3.6% |
| o | 3496 | 2.3% |
| Other values (4) | 12492 |
home_owner
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 17908 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10294 | |
| 1 | 7614 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10294 | |
| 1 | 7614 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10294 | |
| 1 | 7614 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17908 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10294 | |
| 1 | 7614 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17908 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10294 | |
| 1 | 7614 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17908 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10294 | |
| 1 | 7614 |
has_debt
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 17908 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 14244 | |
| 0 | 3664 | 20.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 14244 | |
| 0 | 3664 | 20.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14244 | |
| 0 | 3664 | 20.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17908 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14244 | |
| 0 | 3664 | 20.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17908 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14244 | |
| 0 | 3664 | 20.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17908 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14244 | |
| 0 | 3664 | 20.5% |
personal_account_months
Real number (ℝ)
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.467389 |
| Minimum | 0 |
|---|---|
| Maximum | 183 |
| Zeros | 130 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 29 |
| median | 40 |
| Q3 | 54 |
| 95-th percentile | 90 |
| Maximum | 183 |
| Range | 183 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 23.258829 |
|---|---|
| Coefficient of variation (CV) | 0.5115497 |
| Kurtosis | 1.8929996 |
| Mean | 45.467389 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 1.1358997 |
| Sum | 814230 |
| Variance | 540.97314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 1715 | 9.6% |
| 50 | 1478 | 8.3% |
| 42 | 939 | 5.2% |
| 37 | 845 | 4.7% |
| 26 | 752 | 4.2% |
| 54 | 711 | 4.0% |
| 28 | 668 | 3.7% |
| 49 | 646 | 3.6% |
| 27 | 644 | 3.6% |
| 29 | 633 | 3.5% |
| Other values (121) | 8877 |
| Value | Count | Frequency (%) |
| 0 | 130 | |
| 1 | 138 | |
| 2 | 130 | |
| 12 | 133 | |
| 13 | 128 | |
| 14 | 175 | |
| 15 | 180 | |
| 16 | 167 | |
| 17 | 143 | |
| 18 | 167 |
| Value | Count | Frequency (%) |
| 183 | 1 | < 0.1% |
| 177 | 1 | < 0.1% |
| 174 | 1 | < 0.1% |
| 171 | 3 | |
| 170 | 1 | < 0.1% |
| 164 | 1 | < 0.1% |
| 163 | 1 | < 0.1% |
| 160 | 2 | |
| 152 | 2 | |
| 151 | 1 | < 0.1% |
avg_risk_score
Real number (ℝ)
UNIQUE 
| Distinct | 17908 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71763998 |
| Minimum | 0.35366144 |
|---|---|
| Maximum | 0.9252519 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 0.35366144 |
|---|---|
| 5-th percentile | 0.59937167 |
| Q1 | 0.66868909 |
| median | 0.71979319 |
| Q3 | 0.76909529 |
| 95-th percentile | 0.82979111 |
| Maximum | 0.9252519 |
| Range | 0.57159046 |
| Interquartile range (IQR) | 0.1004062 |
Descriptive statistics
| Standard deviation | 0.070536147 |
|---|---|
| Coefficient of variation (CV) | 0.098289043 |
| Kurtosis | -0.23807856 |
| Mean | 0.71763998 |
| Median Absolute Deviation (MAD) | 0.050185248 |
| Skewness | -0.17650318 |
| Sum | 12851.497 |
| Variance | 0.004975348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.661151188 | 1 | < 0.1% |
| 0.7391708393 | 1 | < 0.1% |
| 0.8047837 | 1 | < 0.1% |
| 0.6810403307 | 1 | < 0.1% |
| 0.721912806 | 1 | < 0.1% |
| 0.7412434168 | 1 | < 0.1% |
| 0.693068724 | 1 | < 0.1% |
| 0.7128511548 | 1 | < 0.1% |
| 0.6385804647 | 1 | < 0.1% |
| 0.7317937425 | 1 | < 0.1% |
| Other values (17898) | 17898 |
| Value | Count | Frequency (%) |
| 0.3536614403 | 1 | |
| 0.359550784 | 1 | |
| 0.3965603783 | 1 | |
| 0.4421952787 | 1 | |
| 0.4470701412 | 1 | |
| 0.4538168017 | 1 | |
| 0.4577382657 | 1 | |
| 0.4654677472 | 1 | |
| 0.46827771 | 1 | |
| 0.469287172 | 1 |
| Value | Count | Frequency (%) |
| 0.9252519032 | 1 | |
| 0.9184164848 | 1 | |
| 0.9166059018 | 1 | |
| 0.9147883762 | 1 | |
| 0.9113536712 | 1 | |
| 0.9096834637 | 1 | |
| 0.9085165407 | 1 | |
| 0.9072543082 | 1 | |
| 0.9072136758 | 1 | |
| 0.906546489 | 1 |
avg_ext_quality_score
Real number (ℝ)
| Distinct | 17530 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62259032 |
| Minimum | 0.022057 |
|---|---|
| Maximum | 0.966953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 140.0 KiB |
Quantile statistics
| Minimum | 0.022057 |
|---|---|
| 5-th percentile | 0.4339191 |
| Q1 | 0.5477245 |
| median | 0.627009 |
| Q3 | 0.70268925 |
| 95-th percentile | 0.80433 |
| Maximum | 0.966953 |
| Range | 0.944896 |
| Interquartile range (IQR) | 0.15496475 |
Descriptive statistics
| Standard deviation | 0.11528366 |
|---|---|
| Coefficient of variation (CV) | 0.18516777 |
| Kurtosis | 0.46789529 |
| Mean | 0.62259032 |
| Median Absolute Deviation (MAD) | 0.077441 |
| Skewness | -0.33046772 |
| Sum | 11149.348 |
| Variance | 0.013290323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.613834 | 3 | < 0.1% |
| 0.530815 | 3 | < 0.1% |
| 0.700858 | 3 | < 0.1% |
| 0.549308 | 3 | < 0.1% |
| 0.636598 | 3 | < 0.1% |
| 0.25358 | 3 | < 0.1% |
| 0.480815 | 3 | < 0.1% |
| 0.750858 | 3 | < 0.1% |
| 0.51439 | 3 | < 0.1% |
| 0.676599 | 3 | < 0.1% |
| Other values (17520) | 17878 |
| Value | Count | Frequency (%) |
| 0.022057 | 1 | |
| 0.056622 | 1 | |
| 0.060184 | 1 | |
| 0.067339 | 1 | |
| 0.075976 | 1 | |
| 0.095458 | 1 | |
| 0.095564 | 1 | |
| 0.10358 | 2 | |
| 0.105403 | 1 | |
| 0.107534 | 1 |
| Value | Count | Frequency (%) |
| 0.966953 | 1 | |
| 0.963647 | 1 | |
| 0.949883 | 1 | |
| 0.947836 | 1 | |
| 0.942336 | 1 | |
| 0.934158 | 1 | |
| 0.927269 | 1 | |
| 0.922813 | 1 | |
| 0.922073 | 1 | |
| 0.921789 | 1 |
e_signed
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 140.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 17908 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9639 | |
| 0 | 8269 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9639 | |
| 0 | 8269 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9639 | |
| 0 | 8269 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17908 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9639 | |
| 0 | 8269 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17908 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9639 | |
| 0 | 8269 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17908 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9639 | |
| 0 | 8269 |
| entry_id | age | monthly_income | years_employed | current_address_year | amount_requested | risk_score | inquiries_last_month | personal_account_months | avg_risk_score | avg_ext_quality_score | pay_schedule | home_owner | has_debt | e_signed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| entry_id | 1.000 | 0.005 | -0.012 | -0.004 | 0.000 | -0.004 | 0.007 | -0.005 | -0.007 | 0.009 | 0.008 | 0.019 | 0.007 | 0.007 | 0.014 |
| age | 0.005 | 1.000 | 0.187 | 0.188 | 0.145 | 0.088 | 0.155 | 0.031 | 0.039 | 0.092 | 0.055 | 0.111 | 0.144 | 0.066 | 0.094 |
| monthly_income | -0.012 | 0.187 | 1.000 | 0.128 | 0.058 | 0.250 | 0.156 | 0.055 | 0.009 | 0.009 | 0.006 | 0.052 | 0.152 | 0.050 | 0.065 |
| years_employed | -0.004 | 0.188 | 0.128 | 1.000 | 0.353 | 0.080 | 0.089 | 0.016 | 0.158 | -0.015 | 0.037 | 0.038 | 0.033 | 0.054 | 0.025 |
| current_address_year | 0.000 | 0.145 | 0.058 | 0.353 | 1.000 | 0.064 | 0.074 | 0.022 | 0.138 | -0.107 | 0.025 | 0.017 | 0.191 | 0.023 | 0.009 |
| amount_requested | -0.004 | 0.088 | 0.250 | 0.080 | 0.064 | 1.000 | 0.328 | -0.020 | 0.038 | 0.061 | 0.019 | 0.054 | 0.075 | 0.038 | 0.171 |
| risk_score | 0.007 | 0.155 | 0.156 | 0.089 | 0.074 | 0.328 | 1.000 | -0.235 | 0.005 | 0.197 | 0.148 | 0.033 | 0.137 | 0.023 | 0.091 |
| inquiries_last_month | -0.005 | 0.031 | 0.055 | 0.016 | 0.022 | -0.020 | -0.235 | 1.000 | 0.009 | -0.066 | -0.067 | 0.042 | 0.018 | 0.015 | 0.035 |
| personal_account_months | -0.007 | 0.039 | 0.009 | 0.158 | 0.138 | 0.038 | 0.005 | 0.009 | 1.000 | 0.033 | 0.031 | 0.023 | 0.078 | 0.182 | 0.092 |
| avg_risk_score | 0.009 | 0.092 | 0.009 | -0.015 | -0.107 | 0.061 | 0.197 | -0.066 | 0.033 | 1.000 | 0.406 | 0.137 | 0.087 | 0.000 | 0.000 |
| avg_ext_quality_score | 0.008 | 0.055 | 0.006 | 0.037 | 0.025 | 0.019 | 0.148 | -0.067 | 0.031 | 0.406 | 1.000 | 0.023 | 0.059 | 0.026 | 0.039 |
| pay_schedule | 0.019 | 0.111 | 0.052 | 0.038 | 0.017 | 0.054 | 0.033 | 0.042 | 0.023 | 0.137 | 0.023 | 1.000 | 0.046 | 0.089 | 0.033 |
| home_owner | 0.007 | 0.144 | 0.152 | 0.033 | 0.191 | 0.075 | 0.137 | 0.018 | 0.078 | 0.087 | 0.059 | 0.046 | 1.000 | 0.076 | 0.047 |
| has_debt | 0.007 | 0.066 | 0.050 | 0.054 | 0.023 | 0.038 | 0.023 | 0.015 | 0.182 | 0.000 | 0.026 | 0.089 | 0.076 | 1.000 | 0.038 |
| e_signed | 0.014 | 0.094 | 0.065 | 0.025 | 0.009 | 0.171 | 0.091 | 0.035 | 0.092 | 0.000 | 0.039 | 0.033 | 0.047 | 0.038 | 1.000 |
| entry_id | age | monthly_income | years_employed | current_address_year | amount_requested | risk_score | inquiries_last_month | pay_schedule | home_owner | has_debt | personal_account_months | avg_risk_score | avg_ext_quality_score | e_signed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 7629673 | 40 | 3135 | 3 | 3 | 550 | 36200 | 10 | bi-weekly | 1 | 1 | 30 | 0.661151 | 0.480918 | 1 |
| 1 | 3560428 | 61 | 3180 | 6 | 3 | 600 | 30150 | 9 | weekly | 0 | 1 | 86 | 0.789841 | 0.680720 | 0 |
| 2 | 6934997 | 23 | 1540 | 0 | 0 | 450 | 34550 | 7 | weekly | 0 | 1 | 19 | 0.691712 | 0.531712 | 0 |
| 3 | 5682812 | 40 | 5230 | 6 | 1 | 700 | 42150 | 8 | bi-weekly | 0 | 1 | 86 | 0.793179 | 0.692552 | 1 |
| 4 | 5335819 | 33 | 3590 | 5 | 2 | 1100 | 53850 | 12 | semi-monthly | 0 | 1 | 98 | 0.688483 | 0.744634 | 0 |
| 5 | 8492423 | 21 | 2303 | 5 | 8 | 600 | 74850 | 6 | weekly | 0 | 1 | 86 | 0.649061 | 0.542556 | 1 |
| 6 | 7948313 | 26 | 2795 | 4 | 4 | 800 | 50800 | 14 | bi-weekly | 0 | 1 | 73 | 0.744522 | 0.634130 | 1 |
| 7 | 4297036 | 43 | 5000 | 2 | 1 | 1100 | 69100 | 5 | bi-weekly | 0 | 1 | 25 | 0.652702 | 0.625905 | 1 |
| 8 | 6493191 | 32 | 5260 | 0 | 3 | 1150 | 64050 | 3 | semi-monthly | 0 | 1 | 49 | 0.652266 | 0.469459 | 1 |
| 9 | 8908605 | 51 | 3055 | 6 | 11 | 600 | 59750 | 5 | bi-weekly | 1 | 1 | 28 | 0.713193 | 0.758607 | 1 |
| entry_id | age | monthly_income | years_employed | current_address_year | amount_requested | risk_score | inquiries_last_month | pay_schedule | home_owner | has_debt | personal_account_months | avg_risk_score | avg_ext_quality_score | e_signed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17898 | 2150976 | 39 | 5215 | 5 | 2 | 600 | 38200 | 5 | bi-weekly | 1 | 1 | 41 | 0.680127 | 0.716175 | 0 |
| 17899 | 6799343 | 37 | 3265 | 4 | 1 | 1200 | 67950 | 2 | bi-weekly | 0 | 1 | 29 | 0.756019 | 0.481665 | 1 |
| 17900 | 7100872 | 31 | 3015 | 2 | 1 | 450 | 42450 | 6 | weekly | 0 | 0 | 26 | 0.758422 | 0.616399 | 1 |
| 17901 | 1807355 | 44 | 5025 | 2 | 3 | 500 | 54500 | 9 | bi-weekly | 0 | 1 | 42 | 0.714672 | 0.534913 | 0 |
| 17902 | 3983229 | 54 | 2620 | 2 | 1 | 600 | 55450 | 6 | bi-weekly | 0 | 1 | 28 | 0.711169 | 0.629557 | 0 |
| 17903 | 9949728 | 31 | 3245 | 5 | 3 | 700 | 71700 | 2 | monthly | 0 | 1 | 74 | 0.780361 | 0.677705 | 0 |
| 17904 | 9442442 | 46 | 6525 | 2 | 1 | 800 | 51800 | 3 | bi-weekly | 0 | 1 | 39 | 0.790830 | 0.624918 | 0 |
| 17905 | 9857590 | 46 | 2685 | 5 | 1 | 1200 | 59650 | 9 | weekly | 0 | 1 | 97 | 0.805799 | 0.572045 | 0 |
| 17906 | 8708471 | 42 | 2515 | 3 | 5 | 400 | 80200 | 3 | bi-weekly | 0 | 1 | 18 | 0.667924 | 0.406568 | 1 |
| 17907 | 1498559 | 29 | 2665 | 4 | 10 | 600 | 64950 | 4 | weekly | 1 | 1 | 16 | 0.683111 | 0.846163 | 1 |